A number of “normalized” measures ol entropy have been obtained to measure the “intrinsic” uncertainty of a probability distribution. Their graphs have been drawn and it has been shown that the normalized measures of a given probability distribution are much closer to one another than the corresponding absolute measures of entropy.

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International Journal of General Systems
Sprott School of Business

Kumar, U, Kumar, V, & Kapur, J.N. (J. N.). (1986). Normalized measures of entropy. International Journal of General Systems, 12(1), 55–69. doi:10.1080/03081078608934927